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| Section | Weight | Objectives |
|---|
| Topic 1: Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Solution positioning
- 2. Business value presentation
- 3. Customer use cases
|
| Topic 2: Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Implementation planning
- 2. Configuration verification
- 3. Operational readiness
|
| Topic 3: Design HPE Solutions for AI and HPC Workloads | 50% | - Solution architecture and design
- 1. Workload analysis
- 2. Capacity planning
- 3. Performance optimization
- Infrastructure integration
- 1. Hybrid cloud architectures
- 2. Scalability and resiliency design
- 3. Compute, storage, and networking integration
|
| Topic 4: Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - AI and HPC architectures
- 1. NVIDIA integration
- 2. GPU-accelerated computing
- 3. High-performance workload platforms
- HPE Compute portfolio
- 1. HPE Synergy
- 2. HPE Cray systems
- 3. HPE ProLiant servers
- Management and automation
- 1. Lifecycle management
- 2. HPE GreenLake
- 3. HPE OneView
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q26-Q31):
NEW QUESTION # 26
A customer asks about the options HPE Private Cloud AI includes out of the box for hyperparameter optimization (HPO) during fine-tuning.
What is one thing that you should explain?
- A. Administrators must expose the built-in Kuberay head service port 10001 externally in order to support Ray Tune.
- B. Administrators must install a Livy server with which users can run interactive HPO sessions.
- C. Users can apply HPO to any training code by uploading the code to the MLflow UI accessible from HPE AI Essentials out of the box.
- D. Users can run Katib experiments using the built-in Kubeflow framework, which includes several predefined trial templates.
Answer: D
Explanation:
HPE AI Essentials includes Kubeflow, and Kubeflow includes Katib for hyperparameter tuning experiments. The other options incorrectly map HPO to MLflow, Ray Tune exposure, or Spark/Livy.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00ecp55hen_us&docLocale=en_US&p age=reference%2Fkubernetes%2Fusing-kubernetes%2Fgeneral-functionality%2Ftutorials%2Fkubeflow%2FTutorial_Katib_Hyperparameter_Tuning.html
https://www.hpe.com/us/en/collaterals/collateral.a50014263enw.html
NEW QUESTION # 27
An organization is planning to run AI inferencing for customer service. The organization has strict environmental efficiency standards. They have facility water access at the rack.
Which server configuration should you recommend?
- A. HPE ProLiant DL360 Gen12 with closed-loop liquid cooling
- B. HPE ProLiant DL380 Gen12 with high-performance heat sinks
- C. HPE ProLiant DL580 Gen 12 with liquid-to-air rear-door cooling
- D. HPE ProLiant DL380a Gen12 with 70% DLC
Answer: D
Explanation:
The DL380a Gen12 is accelerator-optimized for AI inferencing, and 70% direct liquid cooling is the best fit when the customer has facility water at the rack and strict efficiency requirements. Air cooling, rear-door cooling, or closed-loop cooling would be less efficient for this scenario.
Reference: https://www.hpe.com/emea_europe/en/compute/hpe-proliant-compute/dl380a- gen12.html
NEW QUESTION # 28
A customer is building a chatbot that incorporates an LLM. The customer wants to prevent the chatbot from responding to or generating toxic content.
What should you recommend to the customer?
- A. Use NVIDIA NeMo Guardrails input and output rails.
- B. Use NVIDIA NeMo Guardrails execution rails.
- C. Use NVIDIA Evaluator exact match checks.
- D. Use NVIDIA Evaluator to check the LLM's F1 score.
Answer: A
Explanation:
Input rails check and block toxic or unsafe user prompts before they reach the LLM, while output rails evaluate the model's generated response before it is returned to the user. NVIDIA documents toxicity detection as usable on both input and output rails.
Reference: https://docs.nvidia.com/nemo/guardrails/about-nemo-guardrails-library/rail-types
NEW QUESTION # 29
A customer must decommission ProLiant Gen11 servers and needs to sanitize all internal drives, NVRAM, and iLO settings before the servers leave the data center.
What should you recommend?
- A. Delete all logical drives in the Smart Array configuration utility
- B. Reflash the system ROM with the latest SPP
- C. Use iLO One-button secure erase
- D. Run Intelligent Provisioning and perform a factory reset
Answer: C
Explanation:
One-button secure erase in iLO performs a NIST SP 800-88 compliant sanitization of supported drives, non-volatile memory, and iLO/BIOS settings, and produces an erase report for audit.
Deleting logical drives or reflashing firmware does not remove user data.
NEW QUESTION # 30
An HPE Synergy customer wants compute modules to boot a bare-metal OS image with no OS installed on local disks, so that hardware can be repurposed within minutes.
Which component provides this capability?
- A. HPE Synergy Composer
- B. HPE OneView Global Dashboard
- C. HPE Intelligent Provisioning
- D. HPE Image Streamer
Answer: D
Explanation:
HPE Synergy Image Streamer provides stateless, image-based OS deployment. Golden images and deployment plans are applied through server profiles, allowing compute modules to boot from the Image Streamer appliance instead of local storage.
NEW QUESTION # 31
......
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